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fishing-v1


This environment implements a simple, single species logistic growth-based fishery.

Observation Space The agent observes the fish population at that time step.

Model Dynamics Dynamics follow a logistic growth model.

Action Space The agent selects a quantity of fish to harvest with respect to K with a continuous interval.

Reward Function The agent is rewarded by the amount of fish harvested at a time step.

fishing-v2


This environment implements a single species logistic growth-based fishery with a tipping point.

Observation Space The agent observes the fish population at that time step.

Model Dynamics Dynamics follow a logistic growth model but below a population of 0.5K the population becomes much more likely to crash.

Action Space The agent selects a quantity of fish to harvest with respect to K with a continuous interval.

Reward Function The agent is rewarded by the amount of fish harvested at a time step.